AI ethics & governance lab
Built for the agentic era. Tested where it matters most.
The Novacene works on agentic AI safety, consent infrastructure, governance and applied ethics — and stress-tests every framework daily in real schools, with real children, under real regulatory pressure. What you'll find below is one field with many doors: consultancy, curricula, frameworks, training, and publishing.
The ecosystem
Everything The Novacene builds belongs to one field: healthy relationships between humans and intelligent systems, honoured as protocol. Three strands, nine doors.
Schools & learning
Building Schools in the Cloud
We help schools, local authorities and families set up neurodivergent-affirming, compliant online and hybrid provision — relationship-first, inspection-ready.
buildingschoolsinthecloud.com →Learning5D
Open, relational curricula — Verse-al Maths GCSE and A Level, Relating Intelligently, Girls in Green Futures and more. Free to explore; licensable and white-labelled for schools.
learning5d.com →Calm Nerves Lab
Breath Lab — a free nervous-system regulation practice for learners, parents and practitioners working at the nervous-system edge of learning.
calmnerveslab.com →Frameworks & standards
Verse-ality
The lab's agent-safety framework: identity non-capture, consent gates, prompt-injection defence and bounded autonomy in multi-agent systems. Used to design and audit production deployments.
verse-ality.com →Consent Infrastructure
How systems should ask for, record, respect and revoke meaningful human consent — especially when agents act on humans' behalf faster than humans can read terms of service.
consent-infrastructure.com →The VerseNet · Diamond AI Policy
A structured approach to writing AI-use policy in high-stakes, regulated environments — where data protection, safeguarding, pedagogy and operational need all have to be reconciled.
theversenet.com →Diamond Standard Training
Using AI safely with children and young people — consent-first practice training for educators, practitioners and organisational leaders.
using-ai-safely.com →Publishing & open source
The Novacene Press
A publishing house for human-emergent intelligent creations — books, verse and frameworks written with AI, in declared collaboration, and published with pride. Submissions open.
novacenepress.com →Open-source safety stack
Verse-ality as runnable middleware — identity-fusion guards, coherence telemetry, policy-as-code — plus open curricula and learning tools. AGPL-3.0, with commercial licensing available.
github.com/TheNovacene →Novus Learning Network
A network of educators, parents and practitioners building new kinds of learning provision — convened by The Novacene. Where the curricula, frameworks and tools meet the people using them.
via Novacene Press →What we work on
Advisory and applied work for organisations deploying AI where mistakes have real-world consequences.
Agentic AI safety
Identity containment, bounded autonomy, prompt-injection defence, and agent-to-agent hygiene in production systems. The questions that matter when one model can call another, and when an agent acts on a person's behalf at speed.
AI governance & policy
Policy that holds up under inspection and use. We write and review AI policy for organisations operating under real regulatory pressure — including data protection, safeguarding, and sector-specific compliance.
Middleware & system architecture
The plumbing between models, tools, agents and humans: where consent is captured, where data flows are bounded, where audit trails live. Most AI risk hides here, not in the model itself.
Applied ethics in high-stakes settings
What changes when AI is deployed around vulnerable people, regulated data, or operations where mistakes are expensive? We work with organisations whose mistakes have real-world consequences, not just user-experience ones.
How we work with clients
Engagements are scoped to outcome, not headcount. Most fall into one of five shapes.
A thinking partner for the questions that don't fit a vendor's deck.
Strategic AI advisory
Ongoing or fixed-term advisory for executive teams making AI bets — where to deploy, what to refuse, how to position with regulators and customers, where the genuine risk lives.
Find what's going to go wrong before someone else does.
Agentic system review & safety audit
A structured review of an existing or planned agent deployment: identity containment, prompt-injection surfaces, consent design, audit trails, fail-safe behaviour. Output is a written report and a prioritised remediation plan.
Policy that's actually load-bearing, not theatre.
AI policy & governance design
Drafting and stress-testing AI-use policy for organisations under real regulatory pressure: schools, healthcare-adjacent, public sector, regulated industry. Built using the Diamond frame.
Expertise across the messy edges where AI meets the physical world.
Sector-specific applied work
Recent and ongoing work spans industrial IoT and edge computing, agri-data, education and safeguarding, and public-sector consultation. Bring us a problem; we'll tell you whether it's one we can usefully shape.
When the lab's safety middleware lands inside your product.
Licensing & Verse-ality Certified audits
Commercial licensing for proprietary integration of the open-source stack, and audits against the lab's published architecture — with the right to display the Verse-ality Certified mark.
Frameworks & published thinking
The lab's research is open and used. White papers translate the frameworks into procurement-grade architecture for specific sectors.
- Bounded Inference at the Edge — a five-layer compliance architecture for distributed AI inference under the EU AI Act, the UK Online Safety Act 2023, and the NIST AI RMF.
- Schools as Critical Infrastructure — a school-grade safety model for autonomous AI agents: the AI Safety Diamond Policy and five "vital signs" for agent integrity.
- The Verse-ality research community on Zenodo — citable, DOI-stamped releases of the framework and its companions.
About the lab
Practitioner-research
The Novacene's frameworks aren't speculative. They're stress-tested daily in online schools. When the stakes are children's safety and regulated data, you find out quickly whether your AI policy is real or aspirational.
Independent & opinionated
We're not reselling anyone's models, platforms or training. The lab's recommendations are unbought — which means we'll sometimes tell you to do less with AI, not more, and we'll tell you why in writing.
One field, many doors
Consultancy funds the research. The research becomes frameworks. The frameworks become curricula, training and tools — free where they can be, licensed where that keeps them alive.
Bring us a question
The most useful first conversation is usually a 30-minute call about what you're trying to do, what's holding you back, and whether the lab is the right fit. No pitch deck, no obligation.